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Nonlinear Information Bottleneck

Information bottleneck (IB) is a technique for extracting information in one random variable X that is relevant for predicting another random variable Y. IB works by encoding X in a compressed “bottleneck” random variable M from which Y can be accurately decoded. However, finding the optimal bottlen...

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Detalles Bibliográficos
Autores principales: Kolchinsky, Artemy, Tracey, Brendan D., Wolpert, David H.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7514526/
http://dx.doi.org/10.3390/e21121181